Position statement: Research and reconciliation with Indigenous peoples in rural health journals
Bibliographic record
Abstract
It is time to plant a flag in the White soil of academic journal publishing and declare, ‘This discourse includes the cultural voices of Indigenous peoples’. Indigenous peoples11 We acknowledge the importance of the individual language and naming conventions of different Indigenous nations. This statement has used the term Indigenous peoples as defined by the United Nations. However, we respect the right of nations to determine, define and name their cultural identity as and when they choose. are almost invisible as academic authors in rural health journals. Occasionally, that indigeneity might be deduced from the institutional or organisational affiliation statements, or the acknowledgements, or the text of articles. Too frequently, it is not discernible in any way. In essence, Indigenous cultural identity is suppressed by the conventions of academic publishing. This sees author and subject credibility resting on Western views of provenance, including institutional affiliation, college membership, educational qualifications and disciplinary background. This research colonialism reflects a power imbalance that must end. We, as a consortium of three rural health journals,22 Australian Journal of Rural Health, Canadian Journal of Rural Medicine and Rural and Remote Health. believe that cultural heritage and cultural provenance are as important, if not more important, than Western views of provenance, regarding any research involving Indigenous peoples. We commit to developing a textual flag to signal to readers that the author is Indigenous, as denoted in our author list for this statement. Furthermore, our companion policy paper (to be published in the Australian Journal of Rural Health simultaneously with the Canadian Journal of Rural Health and Rural and Remote Health) lists additional considerations that, if implemented, would mean truly inclusive authorship, that is by, for and with Indigenous peoples. This signals that we are beginning a journey of truth-telling and reconciliation with Indigenous peoples, a journey that does not merely begin with respecting Indigenous cultural identity. It also flags a movement towards an academic treaty where our wonderful kaleidoscope of knowledge radiates through all aspects of academic publishing. We have come together to declare our intention to publish ‘nothing about Indigenous peoples, without Indigenous peoples’. How this is specifically articulated in practice will vary by journal and nation,111 We acknowledge the importance of the individual language and naming conventions of different Indigenous nations. This statement has used the term Indigenous peoples as defined by the United Nations. However, we respect the right of nations to determine, define and name their cultural identity as and when they choose. but in essence, we will reject submitted papers that concern Indigenous communities but do not acknowledge an Indigenous author or provide evidence of a participatory process of Indigenous community engagement. While there might be a risk that this will reduce the already small volume of research about Indigenous communities, it will increase the quantity and quality of research done with Indigenous communities, and the relevance of those research contributions. Papers that do not meet our central criteria can be published elsewhere, or, frankly, not at all. We believe this approach is morally, ethically, culturally and scientifically correct, and we will promote and support Indigenous authors and promote rural research units to work respectfully with Indigenous communities. As a consortium, we choose to make our publications flagships for Indigenous cultural voices in rural health, and we look forward to increasing the range, variety and volume of the voices of Indigenous peoples in our field.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.022 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".